基本資訊 / Basic Information
- 姓名 / Name: 葉舜斌 (Ben)Shun-Pin Yeh
- 電話 / Phone: 0932-776-126(+886)932776126
- Email: benzyeh@gmail.com
- LinkedIn: https://www.linkedin.com/in/benyeh26/
- GitHub: https://github.com/Ben0126
學歷 / Education
國立台東大學 綠色與資訊科技學士學位學程 2020/09~2024/06
National Taitung University, Bachelor's Degree in Green Science and Information Technology, 2020/09~2024/06
經歷 / Experience
加入「智慧控制實驗室」 2021/01~現在
Joined "Intelligent Control Laboratory" 2021/01~now
- 研究四軸無人機控制器、強化學習,並發表多篇研討會論文
- Researched quadcopter controllers and reinforcement learning, and published multiple conference papers
參與「BOSS計畫(模擬創業)」 2022/10~2023/04
Participated in "BOSS Project (Simulated Entrepreneurship)" 2022/10~2023/04
- 具備基本的市場分析和行銷實作經驗
- Basic understanding and practical experience in market analysis and marketing
擔任「智慧綠色科技控制」課程助教 2022/02~2022/06
Served as Teaching Assistant for "Intelligent Green Technology Control" course 2022/02~2022/06
- 分享與無人機和群體飛行相關的實務操作和演算法
- Shared practical operations and algorithms related to drones and swarm flight
研究發表 / Research Publications
- "Design of Reinforcement Learning Controller for Quadcopter in Flight Environment with Random Disturbance," Green Science&Technology Journal, May. 2023
- "Performance Evaluation of Proximal Policy Optimization Algorithm in Controlling Quadcopters," 2023 International Symposium on Computer, Consumer and Control (IS3C2023) (已接受 / Accepted)
- "Analysis of Various Control Strategies for Indoor Quadcopter Applications," 2023 Conference of Research and Development in Technology Education (2023 CRDTE)
- "Impact of control strategies on altitude control in indoor quadcopter," 2022 IET International Conference on Engineering Technologies and Applications (IET ICETA2022)
- "混合式ZN-Fuzzy PID控制器調整策略並應用於四軸飛行器之精密姿態控制," Conference on Precision Machinery and Manufacturing Technology 2022 (PMMT2022)
- "Hybrid ZN-Fuzzy PID controller tuning strategy and its application in precise attitude control of quadcopters," Conference on Precision Machinery and Manufacturing Technology 2022 (PMMT2022)
- "四軸無人機之控制器設計與姿態模擬," The Information Technology and Applications Conference 2021 (ITAC 2021)
- "Controller Design and Attitude Simulation of Quadcopters," The Information Technology and Applications Conference 2021 (ITAC 2021)
專業技能 / Professional Skills
工具
Tools
MATLAB/Simulink, MySQL, Python, Git, R, MS Office, C#, JavaScript, Kotlin
領域
Domains
強化學習、機器學習、控制系統、數據分析、金融分析、資料庫設計、資料探勘、爬蟲
Reinforcement Learning, Machine Learning, Control Systems, Data Analysis, Financial Analysis, Database Design, Data Mining, Web Scraping
個人實作專案 / Personal Projects
- 網路爬蟲: 爬取各大社群內容及股票等金融資訊
- Web Scraping: Gathering content and financial information from various online communities
- 影音串流平台資料分析: 使用R分析Netflix、Hulu、Disney+及Amazon Prime Video
- Streaming Platform Data Analysis: Analyzing Netflix, Hulu, Disney+, and Amazon Prime Video using R
- 股票自動交易及回測,分析策略優劣
- Automated Stock Trading and Backtesting, analyzing strategy effectiveness